In that case the issue was with the LARGE_IMAGE_WIDTH and LARGE_IMAGE_HEIGHT, although I can't imagine that would be a mistake you would have made.
LOL as it turns out that was exactly what it was. These values are missing from some databases, resulting in a PHP Notice. I just set them to 150, thinking nothing of it, and that broke Colorbox.
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